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基于图像修复的舌象采集标准化处理及验证研究

Verification Research on Standardized Processing of Tongue Image Acquisition based on Image Inpainting

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【作者】 吴文珍谢建辉李倩杨小波王瑞轩李青海黄旭东潘宇翔王羽飞黄嗣宗

【Author】 WU Wen-zhen;Xie Jian-hui;LI Qian;YANG Xiao-bo;WANG Rui-xuan;LI Qing-hai;HUANG Xu-dong;PAN Yu-xiang;WANG Yu-fei;HUANG Si-zong;State Key Laboratory of Dampness Syndrome of Chinese Medicine, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine;Guangdong Provincial Hospital of Chinese Medicine;Sun Yat-sen University;Kingpoint Data Technology Co.,Ltd.;

【通讯作者】 杨小波;

【机构】 省部共建中医湿证国家重点实验室(广州中医药大学第二附属医院)广东省中医院中山大学广东精点数据科技股份有限公司

【摘要】 舌诊是中医望诊的重要方法之一,其便捷化、准确化是当下主要趋势。文章的研究方向是在采集过程中对采集者提出标准化要求的同时,尽可能地对舌象图片进行检测修复,使在一定失真范围内的图片也可以被标准化处理。按照颜色校正、亮度检测、模糊检测、图像增强4个步骤,研究了智能手机前端舌象图片采集的标准化处理过程。结合各个过程的实现算法进行了对照实验,在效果、成本上进行了综合评价,提出了基于用户采集便捷性和分析诊断准确性的最优处理算法。

【Abstract】 Tongue diagnosis is one of the important methods of Traditional Chinese Medicine inspection,and its convenience and accuracy are the main trends at present.The research direction of this paper is to put forward standardization requirements for the collectors in the collection process,and at the same time to detect and repair their tongue images as much as possible,so that the pictures within a certain distortion range can also be standardized.According to the four steps of color correction,brightness detection,blur detection and image enhancement,this paper studies the standardized processing process of the front-end tongue image acquisition of smart phones.Combined with the realization algorithms of each process,the control experiments are carried out,and the effect and cost are comprehensively evaluated,the optimal processing algorithm based on the convenience of user collection and the accuracy of analysis and diagnosis is proposed.

【基金】 省部共建中医湿证国家重点实验室专项(No.SZ2021ZZ0303);广东省中医药局科研项目(No.20225013);国家自然科学基金面上项目(No.81673845)
  • 【文献出处】 按摩与康复医学 ,Chinese Manipulation and Rehabilitation Medicine , 编辑部邮箱 ,2023年01期
  • 【分类号】TP391.41;R241.25
  • 【下载频次】28
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